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Hyperspectral Imaging for Small-Scale Analysis of Hordeum vulgare L. Leaves under the Benzo[a]pyrene Effect

dc.authorscopusid56973843700
dc.authorscopusid57172664800
dc.authorscopusid15063165400
dc.authorscopusid56516545100
dc.authorscopusid57217295792
dc.authorscopusid57205167749
dc.authorscopusid8448038800
dc.authorwosidDudnikova, Tamara/Aac-6696-2022
dc.authorwosidKozlovsky, Boris/Hke-0762-2023
dc.authorwosidIgnatova, Maria/Mai-0968-2025
dc.authorwosidOlga, Kapralova/Hke-1312-2023
dc.authorwosidRajput, Vishnu/I-7824-2017
dc.authorwosidBarbashev, Andrei/Aaz-6592-2021
dc.authorwosidAkca, Izzet/Aaa-8780-2021
dc.contributor.authorDmitriev, Pavel
dc.contributor.authorKozlovsky, Boris
dc.contributor.authorMinkina, Tatiana
dc.contributor.authorRajput, Vishnu D.
dc.contributor.authorDudnikova, Tamara
dc.contributor.authorBarbashev, Andrey
dc.contributor.authorSushkova, Svetlana
dc.contributor.authorIDRajput, Vishnu D/0000-0002-6802-4805
dc.contributor.authorIDSushkova, Svetlana/0000-0003-3470-9627
dc.contributor.authorIDMinkina, Tatiana/0000-0003-3022-0883
dc.contributor.authorIDDmitriev, Pavel/0000-0001-5740-5146
dc.date.accessioned2025-12-11T01:32:07Z
dc.date.issued2022
dc.departmentOndokuz Mayıs Üniversitesien_US
dc.department-temp[Dmitriev, Pavel; Kozlovsky, Boris; Minkina, Tatiana; Rajput, Vishnu D.; Dudnikova, Tamara; Barbashev, Andrey; Ignatova, Maria Aleksandrovna; Kapralova, Olga Anatolievna; Varduni, Tatiana Viktorovna; Tokhtar, Valeriy Konstantinovich; Tarik, Ekaterina Petrovna; Sushkova, Svetlana] Southern Fed Univ, Acad Biol & Biotechnol, Rostov Na Donu 344090, Russia; [Akca, Izzet] Ondokuz Mayis Univ, Dept Plant Protect, Fac Agr, Samsun, Turkeyen_US
dc.descriptionRajput, Vishnu D/0000-0002-6802-4805; Sushkova, Svetlana/0000-0003-3470-9627; Minkina, Tatiana/0000-0003-3022-0883; Dmitriev, Pavel/0000-0001-5740-5146en_US
dc.description.abstractHyperspectral imaging is a newly developed approach to estimate the current state of the plants and to develop the methods of soil and plant ecological state improvement under the effect of different sources. The study was devoted to the novel approach of hyperspectral imaging application in the case of persistent organic pollutants (POP) uptake by plants. Hordeum vulgare L. was used as a test plant and grown on the soil artificially contaminated by benzo[a]pyrene (BaP) in the doses of 20, 100, 200, 400, and 800 ng g(-1), which corresponds to 1, 5, 10, 20, and 40 maximum permissible concentrations (MPC) and correlates with the level of soil pollution near industrial facilities in the Rostov Region (Russian Federation). It was analyzed a group of indexes responsible for plants stress, consists of broadband greenness group, narrowband greenness group, light use efficiency group, and leaf pigments group. Benzo[a]pyrene had a stronger effect on the efficiency of the photosynthesis process than on the content of chlorophylls. In the phase of active adaptation to stress in H. vulgare, the content of photosynthetic pigments was increased. The proposed method for selecting spectral profiles by cutting off profiles that do not belong to a plant, based on the NDVI value can be effectively used for the estimation of the plants stress under the BaP contamination and for future perspectives in the most suitable way for the application of the plant's growth stimulants.en_US
dc.description.sponsorshipMinistry of Science and Higher Education of the Russian Federation [08522020-0029]; RFBR [19-29-05265_mk]en_US
dc.description.sponsorshipThe research was financially supported by the Ministry of Science and Higher Education of the Russian Federation within the framework of the state task in the field of scientific activity (no. 08522020-0029), RFBR no. 19-29-05265_mk.en_US
dc.description.woscitationindexScience Citation Index Expanded
dc.identifier.doi10.1007/s11356-022-19257-0
dc.identifier.issn0944-1344
dc.identifier.issn1614-7499
dc.identifier.pmid35174459
dc.identifier.scopus2-s2.0-85124846871
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://doi.org/10.1007/s11356-022-19257-0
dc.identifier.urihttps://hdl.handle.net/20.500.12712/44384
dc.identifier.wosWOS:000756266100013
dc.language.isoenen_US
dc.publisherSpringer Heidelbergen_US
dc.relation.ispartofEnvironmental Science and Pollution Researchen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectHyperspectral Imageen_US
dc.subjectVegetation Indexen_US
dc.subjectBenzo[a]Pyreneen_US
dc.subjectHordeum vulgare L.en_US
dc.subjectSoil Contaminationen_US
dc.subjectUptakeen_US
dc.titleHyperspectral Imaging for Small-Scale Analysis of Hordeum vulgare L. Leaves under the Benzo[a]pyrene Effecten_US
dc.typeArticleen_US
dspace.entity.typePublication

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